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1. Image-Classification-For-Quality-Control-In-Construction-Businesses Image-Classification-For-Quality-Control-In-Construction-Businesses Public

   Project for Artificial Intelligence course at Columbia Business School.

   R

2. Marketing-Analytics-in-Banking Marketing-Analytics-in-Banking Public

   Data Analytics Course Project at Columbia University IEOR department

   Jupyter Notebook

3. Explore-Diabetes-Dataset-with-Principle-Component-Analysis-and-Logistics-Regression- Explore-Diabetes-Dataset-with-Principle-Component-Analysis-and-Logistics-Regression- Public

   This project performs PCA and then use logistics regression to decide whether the patient has diabetes based on a thousand rows of data.

   R 1

4. Predict-Stock-Price-Using-News-Headlines Predict-Stock-Price-Using-News-Headlines Public

   This project uses the daily top 25 news headlines to predict whether the stock prices increase or doesn’t increase (non-increase). I used Natural Language Processing and 3 machine learning algorith…

   Jupyter Notebook

5. Time-Series-Analysis-and-Prediction-of-Cisco-CSCO-Stock Time-Series-Analysis-and-Prediction-of-Cisco-CSCO-Stock Public

   This is one of the tasks I did during the internship at Allied Millennial Partners, a financial service company located at the Three World Financial Center, New York. I use stock price from Yahoo F…

   R

6. Verify-Gamma-Hedging-Using-Simulated-Stock-Data Verify-Gamma-Hedging-Using-Simulated-Stock-Data Public

   This project use simulated stock price data based on Geometric Brownian motion for both the underlying stock for portfolio and the underlying stock for traded option, and then use the simulated dat…

   MATLAB